Random forests, ensemble methods and deep neural networks provide powerful prediction methods. However, they are less transparent as a simpler model, like logistic regression or decision trees. This is a challenge for data scientists, specially with regards to increasing regulation, like GDPR. In this course we cover some of the methods that shed light on the black boxes.
Random forests, ensemble methods and deep neural networks provide powerful prediction methods. However, they are less transparent as a simpler model, like logistic regression or decision trees. This is a challenge for data scientists, specially with regards to increasing regulation, like GDPR. In this course we cover some of the methods that shed light on the black boxes.
Marketing specialists, financial analysts, data analysts and data scientists.
Basic familiarity with data manipulation (for instance, spreadsheet software).
Interpretable machine learning (R/Python)
14.4.2021 ONLINE
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Články společnosti